← Authors

Xuming He

59 papers · 2008–2025 · 10 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer πŸ—ΊοΈ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (9) πŸƒ Academic Marathon (17) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (10) 🏠 Conference Loyalist (24) 🌟 Keyword Trendsetter Combo (3) 🀝 Dynamic Duo (12) πŸ† Keyword Champion πŸ† Grand Slam πŸ”¬ Deep Specialist (11) 🧬 Topic Evolution πŸš€ Conference Pioneer πŸ”₯ Unstoppable (13) ⚑ Prolific Year (8) πŸ—ƒοΈ Keyword Collector (258) πŸ’Ž Century Club (59) ❓ The Questioner πŸ“ˆ Trend Setter

Conferences

CVPR (24) ICCV (9) NIPS (6) AAAI (5) ECCV (5) IJCAI (4) ICLR (3) ICML (1) MIDL (1) NAACL (1)

Top co-authors

Songyang Zhang (12) Shipeng Yan (9) Yongfei Liu (8) Mathieu Salzmann (8) Rongjie Li (6) Bo Wan (5) Zhitong Gao (4) Chuyu Zhang (4) Longtian Qiu (4) miaomiao Liu (4)

Keywords

object detection (8) conditional random field (6) vision-language model (6) semantic segmentation (5) scene graph generation (5) graph neural network (5) knowledge distillation (4) zero-shot learning (4) depth estimation (3) contrastive learning (3) convolutional neural network (3) image captioning (3) few-shot learning (3) representation learning (3) cross-modal alignment (3) weakly supervised learning (3) attention mechanism (3) visual grounding (3) scene understanding (3) image classification (3)

Papers

Relation-aware Hierarchical Prompt for Open-vocabulary Scene Graph Generation AAAI 2025
GeoDistill: Geometry-Guided Self-Distillation for Weakly Supervised Cross-View Localization ICCV 2025
Generalize or Detect? Towards Robust Semantic Segmentation Under Multiple Distribution Shifts NIPS 2024
CryoGEM: Physics-Informed Generative Cryo-Electron Microscopy NIPS 2024
P$^2$OT: Progressive Partial Optimal Transport for Deep Imbalanced Clustering ICLR 2024
Learning by Correction: Efficient Tuning Task for Zero-Shot Generative Vision-Language Reasoning CVPR 2024
RealDex: Towards Human-like Grasping for Robotic Dexterous Hand IJCAI 2024
Mining Fine-Grained Image-Text Alignment for Zero-Shot Captioning via Text-Only Training AAAI 2024
"SPHINX: A Mixer of Weights, Visual Embeddings and Image Scales for Multi-modal Large Language Models" ECCV 2024
Dual-level Adaptive Self-Labeling for Novel Class Discovery in Point Cloud Segmentation ECCV 2024
From Pixels to Graphs: Open-Vocabulary Scene Graph Generation with Vision-Language Models CVPR 2024
DSGG: Dense Relation Transformer for an End-to-end Scene Graph Generation CVPR 2024
MILD: Modeling the Instance Learning Dynamics for Learning with Noisy Labels IJCAI 2023
Human-centric Scene Understanding for 3D Large-scale Scenarios ICCV 2023
Grounded Image Text Matching with Mismatched Relation Reasoning ICCV 2023
Class-relation Knowledge Distillation for Novel Class Discovery ICCV 2023
Weakly-supervised HOI Detection via Prior-guided Bi-level Representation Learning ICLR 2023
CALIP: Zero-Shot Enhancement of CLIP with Parameter-Free Attention AAAI 2023
HOICLIP: Efficient Knowledge Transfer for HOI Detection With Vision-Language Models CVPR 2023
ATTA: Anomaly-aware Test-Time Adaptation for Out-of-Distribution Detection in Segmentation NIPS 2023
Modeling Multimodal Aleatoric Uncertainty in Segmentation with Mixture of Stochastic Experts ICLR 2023
KD-VLP: Improving End-to-End Vision-and-Language Pretraining with Object Knowledge Distillation NAACL 2022
General Incremental Learning With Domain-Aware Categorical Representations CVPR 2022
SGTR: End-to-End Scene Graph Generation With Transformer CVPR 2022
Learning Semantic Correspondence with Sparse Annotations ECCV 2022
Generative Negative Text Replay for Continual Vision-Language Pretraining ECCV 2022
Bipartite Graph Network With Adaptive Message Passing for Unbiased Scene Graph Generation CVPR 2021
DER: Dynamically Expandable Representation for Class Incremental Learning CVPR 2021
Relation-aware Instance Refinement for Weakly Supervised Visual Grounding CVPR 2021
Dynamic Grained Encoder for Vision Transformers NIPS 2021
Weakly Supervised Volumetric Segmentation via Self-taught Shape Denoising Model MIDL 2021
GNeRF: GAN-Based Neural Radiance Field Without Posed Camera ICCV 2021
Learning Implicit Temporal Alignment for Few-shot Video Classification IJCAI 2021
Distribution Alignment: A Unified Framework for Long-Tail Visual Recognition CVPR 2021
Learning Cross-Modal Context Graph for Visual Grounding AAAI 2020
Part-aware Prototype Network for Few-shot Semantic Segmentation ECCV 2020
A Dual Attention Network with Semantic Embedding for Few-Shot Learning AAAI 2019
Dynamic Context Correspondence Network for Semantic Alignment ICCV 2019
Pose-Aware Multi-Level Feature Network for Human Object Interaction Detection ICCV 2019
LatentGNN: Learning Efficient Non-local Relations for Visual Recognition ICML 2019
SemStyle: Learning to Generate Stylised Image Captions Using Unaligned Text CVPR 2018
One-Shot Action Localization by Learning Sequence Matching Network CVPR 2018
Geometry-Aware Deep Network for Single-Image Novel View Synthesis CVPR 2018
Indoor Scene Parsing With Instance Segmentation, Semantic Labeling and Support Relationship Inference CVPR 2017
Boundary-Aware Instance Segmentation CVPR 2017
Predicting Salient Face in Multiple-Face Videos CVPR 2017
Deep Free-Form Deformation Network for Object-Mask Registration ICCV 2017
Learning deep structured network for weakly supervised change detection IJCAI 2017
Learning to Co-Generate Object Proposals With a Deep Structured Network CVPR 2016
Separating Objects and Clutter in Indoor Scenes CVPR 2015
Multiclass Semantic Video Segmentation With Object-Level Active Inference CVPR 2015
Indoor Scene Structure Analysis for Single Image Depth Estimation CVPR 2015
Structural Kernel Learning for Large Scale Multiclass Object Co-Detection ICCV 2015
An Exemplar-based CRF for Multi-instance Object Segmentation CVPR 2014
Discrete-Continuous Depth Estimation from a Single Image CVPR 2014
Winding Number for Region-Boundary Consistent Salient Contour Extraction CVPR 2013
Learning Structured Hough Voting for Joint Object Detection and Occlusion Reasoning CVPR 2013
A unified model of short-range and long-range motion perception NIPS 2010
Learning Hybrid Models for Image Annotation with Partially Labeled Data NIPS 2008